统计过程控制和预测

O. O. Atienza, B. Ang, L. Tang
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引用次数: 20

摘要

探讨统计过程控制(SPC)和预测程序之间的关系。虽然这两种程序通常在不同的情况下应用和使用,但仔细分析表明,它们经过相同的阶段,最终达到过程或预测监测。SPC和预测的这种明显的相似性使得建立基于模型的SPC的一般框架成为可能。讨论了适用于SPC的一些预测程序,强调了SPC概念在预测中的重要性。
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Statistical process control and forecasting
Explores the relationships between statistical process control (SPC) and forecasting procedures. While both procedures are often applied and used in different contexts, a careful analysis shows that they go through the same stages that culminate in process or forecast monitoring. This apparent similarity of SPC and forecasting enables a general framework to be established for model‐based SPC. Discusses some forecasting procedures applicable to SPC and underlines the importance of SPC concepts in forecasting.
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